Download E-books A Probabilistic Theory of Pattern Recognition (Stochastic Modelling and Applied Probability) PDF

By Luc Devroye

A self-contained and coherent account of probabilistic options, protecting: distance measures, kernel principles, nearest neighbour ideas, Vapnik-Chervonenkis conception, parametric class, and have extraction. every one bankruptcy concludes with difficulties and workouts to additional the readers figuring out. either study staff and graduate scholars will reap the benefits of this wide-ranging and updated account of a quick- relocating box.

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